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Communication Dans Un Congrès Année : 2005

Building and Tracking Hierarchical Geographical & Temporal Partitions for Image Collection Management on Mobile Devices

Résumé

Usage of mobile devices (phones, digital cameras) raises the need for organizing large personal image collections. In accordance with studies on user needs, we propose a statistical criterion and an associated optimization technique, relying on geo-temporal image metadata, for building and tracking a hierarchical structure on the image collection. In a mixture model framework, particularities of the application and typical data sets are taken into account in the design of the scheme (incrementality, ability to cope with non-Gaussian data, with both small and large samples). Results are reported on real data sets.
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Dates et versions

hal-00486129 , version 1 (25-05-2010)

Identifiants

  • HAL Id : hal-00486129 , version 1

Citer

Antoine Pigeau, Marc Gelgon. Building and Tracking Hierarchical Geographical & Temporal Partitions for Image Collection Management on Mobile Devices. International Conference of ACM Multimedia (ACM'MM2005), Nov 2005, Singapore. pp.141-152. ⟨hal-00486129⟩
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